Navigating the waves of the web ocean
What to Bring? — Item Suggestions with Collaborative Filtering Personalized item suggestions with actual data for a real case Item Suggestions (image by author) A birthday party, a trip together, or the summer gathering with one’s local sports club – events like these are
Learn from what matters, Ignore what doesn’t. Photo by Armand Khoury on Unsplash Attention, as popularized by the landmark paper Attention Is All You Need (2017), is arguably the most important architectural trend in machine learning right now. Originally intended for sequence
Here’s what helped me go from “aspiring programmer” to actually landing a job in the field. Continue reading on Towards Data Science »
Quick and simple analysis for precise assessment Preview image (by author) Today we would like to talk about the benefits of combining spatial data from various open data sources. For example, we will consider the following task: evaluating whether a particular
Using pre-trained models and reanalysis data Continue reading on Towards Data Science »
Model Explainers Don’t Produce Explanations Continue reading on Towards Data Science »
Analyzing thermal cycles for Remaining Useful Lifetime predictions Image by Author using this tool under CreativeML Open RAIL-M license. Introduction In today’s data-driven world, businesses are increasingly turning to technology to optimize their operations and reduce downtime. Be it power supplies,
Image by the author. Urban Accessibility — How to Reach Defibrillators on Time In this piece, I combine earlier work on urban accessibility or walkability with open-source data on the location of public defibrillator devices. Additionally, I incorporate global population data and Uber’s H3
What is sampling bias in recommendation, and how to correct them Continue reading on Towards Data Science »
The network of Nobel laureates. Image by the author. Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates. This piece was originally published in the second issue of Nightingale, the printed magazine of the
Recent Comments